Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "122"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 122 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 206 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 201 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 122, Node 8:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.463764 -0.377034 1.515913 -0.086139 -1.004147 -0.654737 -0.243024 -0.555132 0.8108 0.8139 0.2281 9.806608 9.148392
2459593 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 270.411403 270.606157 inf inf 65.967140 71.286440 390.922437 419.957563 nan nan nan 0.000000 0.000000
2459592 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.135379 -1.141956 0.870849 0.888004 -0.574361 -0.246782 -1.822568 -0.067845 0.0398 0.0306 0.0020 nan nan
2459591 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.083711 0.475012 0.999104 -0.828197 -0.676143 -1.472199 -0.886012 -0.811805 0.6936 0.7012 0.3551 7.381110 7.355315
2459590 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.561951 1.013147 1.228672 -0.526330 -0.491042 -0.617795 -0.748743 -0.800472 0.6948 0.7006 0.3521 6.297543 5.761824
2459589 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.093905 0.511622 1.388378 -0.535904 -0.763964 0.187704 -0.258443 -1.018347 0.7360 0.7279 0.2712 6.483997 5.935137
2459588 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.174087 0.805397 1.276082 0.410034 -1.112922 -0.722854 -0.950364 -0.861881 0.8004 0.7836 0.2058 9.972826 8.396070
2459587 digital_maintenance 0.00% - - - 100.00% 0.00% 0.082973 0.636667 1.121913 -0.345758 0.411963 -1.007812 -0.807607 -0.436027 nan nan nan 0.000000 0.000000
2459586 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.019250 0.314565 1.243857 0.873158 1.326582 -0.140716 -1.389494 -1.396045 0.6746 0.6822 0.3514 4.951064 4.320734
2459585 digital_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.379053 -0.371556 2.006288 1.643437 1.609310 1.146007 -1.311964 -0.379223 0.0360 0.0332 0.0015 0.000000 0.000000
2459584 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.525664 15.423574 2.203567 2.896277 3.549481 3.154561 2.359565 2.151754 0.6873 0.6949 0.3691 0.000000 0.000000
2459583 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.464357 0.341481 -0.516761 -0.608591 0.357745 -0.361765 -0.373588 -0.412160 0.6927 0.6963 0.3687 0.000000 0.000000
2459582 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.633493 1.569527 -0.263086 -0.449039 -0.019845 -1.397819 -0.760933 -0.726016 0.6948 0.6978 0.3707 4.818783 3.989323
2459581 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.479290 2.127059 -0.970420 -0.898096 -0.428825 -1.033467 -0.305582 -0.677705 0.7042 0.7053 0.3644 5.473392 4.208549
2459580 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.532108 0.885709 -0.364416 -0.818465 0.539974 -0.477613 -0.755030 -0.770199 0.6947 0.6998 0.3663 0.000000 0.000000
2459579 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.691746 1.027385 -0.190820 -0.419783 0.096258 -1.362949 -0.656241 -0.638405 0.6930 0.6986 0.3669 8.550938 6.055088
2459578 digital_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459577 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.157343 0.833969 -0.923333 -0.802711 -0.674912 -0.849454 -0.613642 -0.609795 0.6940 0.7005 0.3682 5.559124 4.515330
2459576 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.163464 0.465290 -0.667096 -0.317761 -0.850980 -0.490608 -0.244367 -0.012754 0.7172 0.7243 0.3692 6.150167 5.248099
2459575 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.252854 0.970433 -0.703390 -0.301896 -0.407729 -0.294618 -0.917782 -0.420723 0.7752 0.7761 0.3097 10.486046 9.449817
2459574 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.491040 0.676543 -0.223652 -0.636803 0.198657 -0.624274 -0.660160 -0.298555 0.7112 0.7217 0.3634 5.068553 4.134224
2459572 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.078559 0.560377 -0.739285 -0.470335 -0.494653 -0.575936 -0.378006 -0.360529 0.7141 0.7239 0.3653 10.936583 8.197958
2459571 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.918157 -0.659348 0.471788 0.937353 -0.369569 -0.439759 -0.253438 -0.865065 0.0625 0.0334 0.0058 nan nan
2459570 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.813014 0.455157 0.030364 0.326254 0.218863 0.767927 1.681703 0.539831 0.7121 0.7319 0.3376 0.000000 0.000000
2459569 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.140363 0.968177 -0.865753 -0.536900 -1.162687 -1.105150 -0.943382 -0.634895 0.7866 0.7898 0.2196 6.843508 5.392730
2459566 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.262987 1.422341 -0.720564 -0.605346 -0.863673 -0.767993 0.103679 1.606652 0.7040 0.7099 0.3765 7.011857 5.024312
2459565 digital_maintenance 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459564 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.253759 0.828060 -0.630347 -0.326128 -0.756689 -0.041350 -0.409573 -0.112785 0.7230 0.7244 0.3738 3.700598 3.132814
2459563 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.147127 0.882543 -0.400358 -0.333714 0.600299 -0.510740 -0.464897 -0.489326 0.7165 0.7218 0.3720 4.958842 4.134153
2459562 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.280183 0.439687 -0.299051 -0.007916 -0.216437 0.295517 0.279658 0.298571 0.7189 0.7274 0.3673 3.641249 3.081335
2459561 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.064390 0.578498 -0.580487 -0.104046 -0.853120 0.294600 0.031429 0.349295 0.7197 0.7284 0.3662 3.287640 2.840859
2459560 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.002979 0.957305 -0.326213 -0.149117 -0.489527 0.635183 0.104628 -0.040910 0.7138 0.7207 0.3747 3.740788 3.132001
2459559 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.091522 0.789764 -0.353720 -0.257078 -0.762241 0.464904 0.028347 -0.019920 0.7139 0.7204 0.3671 3.174136 2.701529
2459558 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.281494 1.424591 -0.070874 -0.307818 0.181764 -0.223323 -0.261767 -0.278797 0.7192 0.7207 0.3701 4.262443 3.493965
2459557 digital_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0342 0.0301 0.0020 nan nan
2459556 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.480954 0.864078 -0.283725 -0.259294 -0.242500 -0.609112 -0.012956 1.977256 0.7168 0.7220 0.3704 3.869941 3.250903
2459554 digital_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7201 0.7269 0.3781 nan nan
2459553 digital_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7172 0.7251 0.3782 nan nan
2459552 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.564441 1.103404 -0.716408 -0.845430 -0.263249 2.417586 -0.605570 -0.004242 0.7297 0.7274 0.3694 12.093780 10.182115
2459551 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.855918 0.845040 -0.415464 -0.308810 -0.660788 0.063354 0.010045 0.014608 0.7220 0.7240 0.3663 3.929752 3.168675
2459550 digital_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0459 0.0395 0.0021 nan nan
2459549 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.283940 1.209925 -0.825435 -0.834173 -0.711810 -0.651146 -0.403827 -0.296993 0.7196 0.7249 0.3765 4.236254 3.361276
2459542 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.399699 1.713123 -0.942877 -0.671021 -0.341188 -0.357639 -0.846556 -0.539365 0.7653 0.7725 0.3355 4.054502 3.268055
2459541 digital_maintenance 0.00% 1.34% 1.34% 0.00% 100.00% 0.00% 0.268430 1.531860 -0.905858 -0.949040 -0.725018 0.647900 -1.447525 -0.915880 0.7604 0.7609 0.3102 5.063516 4.538215
2459540 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.472289 1.588670 -0.674006 -0.007721 0.338818 -1.008055 -0.618069 -0.180108 0.7686 0.7672 0.3236 3.484636 2.960342
2459536 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.000637 1.590641 -0.806626 -0.773033 -0.824418 -0.957954 0.068630 0.318554 0.7524 0.7498 0.3913 5.654316 4.635769
2459535 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.532994 1.306192 -0.473604 -0.051642 0.491026 -0.963346 -0.553197 -0.381461 0.7986 0.7907 0.3316 3.691903 2.916310
2459534 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.768252 1.134450 -0.552251 -0.011359 1.326382 -0.337693 -0.140627 -0.355374 0.7866 0.7741 0.3384 4.634390 3.733954
2459533 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.379532 1.146913 -0.201836 -0.750045 -0.097530 0.133743 -0.541315 -0.348436 0.7376 0.7452 0.3770 3.649258 3.127405
2459532 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.908401 1.462470 -0.244905 -0.506617 -0.693988 -0.681961 -0.040831 -0.349850 0.7432 0.7464 0.3707 4.529366 3.649963
2459530 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.942939 0.611928 -0.386180 -0.126286 -0.553317 0.196102 0.014538 -0.088972 0.7577 0.7552 0.3711 5.050172 3.833861
2459527 digital_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.315115 0.913051 -0.319741 -0.527158 -1.549104 0.166502 -0.492447 -0.097769 0.9153 0.9481 0.2726 0.000000 0.000000
2459523 digital_maintenance 0.00% - - - 100.00% 0.00% 0.013514 1.245537 -1.099822 -1.056477 -0.370909 0.813987 0.471947 0.896323 nan nan nan 5.829599 4.260129
2459522 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.199429 0.809453 -0.712834 -0.932248 -1.137031 -0.869139 0.355268 1.229187 0.7066 0.7339 0.3143 4.574447 5.292077
2459513 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.914234 -0.790482 0.117131 0.383930 -0.100406 -0.793370 -0.247415 -0.390185 0.0879 0.0536 0.0078 nan nan
2459508 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.233064 1.036126 -0.572558 -0.132931 -1.003509 -0.161989 -1.041049 -0.563897 0.9277 0.9595 0.1473 0.000000 0.000000
2459505 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.533539 1.483895 -0.816020 -0.427107 -0.331645 -0.597021 0.030558 -0.111425 0.8935 0.8762 0.1812 20.305482 20.327823
2459503 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.373089 1.192000 -0.819911 -0.413216 -0.837479 -0.572229 0.018666 1.057755 0.8941 0.8906 0.3872 0.000000 0.000000
2459501 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.164086 1.760140 0.066411 -0.714476 -0.275591 0.417816 -0.747674 -0.443716 0.8955 0.9238 0.3556 0.000000 0.000000
2459500 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.998423 0.754947 0.001227 -0.505019 0.038525 -0.590226 -0.607455 -0.141311 0.9042 0.9201 0.3566 0.000000 0.000000
2459499 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.583204 0.518433 -0.216255 -0.237354 -0.033761 -0.392729 -0.694316 0.056544 0.8967 0.9497 0.1800 0.000000 0.000000
2459498 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.691678 0.050588 -0.267482 -0.636703 -0.081621 -0.482940 -0.799391 -0.555673 0.9145 0.9235 0.3821 0.000000 0.000000
2459497 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.227846 0.268535 -0.175962 -0.911699 -0.136360 -0.697900 -0.418048 -0.019297 0.9208 0.9405 0.3136 0.000000 0.000000
2459496 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.404915 0.204846 -0.430849 -0.509013 -0.044145 -0.446484 -0.503859 1.670120 0.9053 0.9153 0.3607 0.000000 0.000000
2459495 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.015756 0.040700 -0.505858 -0.519682 0.057179 -0.217363 -0.688049 0.043321 0.9020 0.9113 0.3873 0.000000 0.000000
2459494 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.783071 0.210414 -0.026623 -0.329992 0.584146 -0.391363 -0.882410 -0.615447 0.8983 0.9060 0.4001 0.000000 0.000000
2459492 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.687190 1.401588 5.477190 0.550094 20.275284 9.163990 106.608469 29.421121 0.7094 0.8054 0.3332 0.000000 0.000000
2459491 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.285357 1.483682 -1.357082 -0.971214 -0.385868 -0.642984 0.179622 2.534118 0.8007 0.8251 0.2674 0.000000 0.000000
2459490 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.715117 2.581542 -1.797340 -1.011802 -0.325614 -0.181256 1.461857 7.197172 0.7630 0.8136 0.3549 0.000000 0.000000
2459489 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.664289 1.000589 -1.483784 -1.197569 0.007795 -0.677671 -0.310538 -0.354589 0.7782 0.8205 0.3180 0.000000 0.000000
2459488 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.538631 0.980830 -0.870564 -0.870322 -0.585393 -0.666132 -0.578637 0.910624 0.7808 0.8224 0.3361 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 122: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 3.548796 2.068368 3.548796 0.443074 1.790417 0.162283 1.720435 0.866005 0.721810

Antenna 122: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 5.720166 5.720166 4.557018 1.739044 0.700207 1.199417 1.116979 0.810574 1.341604

Antenna 122: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape 8.089158 8.089158 7.994227 1.053770 2.381120 1.139033 1.899619 0.763470 1.175414

Antenna 122: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 9.545529 9.545529 7.945817 5.816380 1.659000 3.092065 0.547272 2.817260 3.581924

Antenna 122: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 10.711737 10.711737 7.599422 4.636740 1.014688 4.766936 0.802016 2.366264 3.654901

Antenna 122: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 8.196079 8.196079 6.171074 2.460790 0.825512 0.985240 0.294450 1.859396 3.547414

Antenna 122: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 7.448869 7.448869 4.936861 2.917234 0.829827 -0.005042 -0.060828 1.400590 0.102063

Antenna 122: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 3.386200 1.070123 0.201781 3.386200 1.463736 0.095141 0.110907 2.811313 1.628313

Antenna 122: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 7.594850 1.671003 1.170783 7.594850 4.691500 1.708887 -1.018893 4.875616 2.955572

Antenna 122: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 8.412638 8.412638 6.705192 6.147360 1.709856 2.099880 -0.245483 1.106284 0.268292

Antenna 122: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 RF_maintenance ee Power 3.045867 0.036489 0.729701 1.423612 3.045867 -0.899842 0.871370 1.058666 2.171978

Antenna 122: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 RF_maintenance ee Power 3.182641 0.061915 0.916277 1.118140 3.182641 -1.014392 1.179180 1.097079 2.069265

Antenna 122: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 RF_maintenance ee Power 3.641136 0.541193 1.597043 1.630533 3.641136 -0.893696 1.215093 1.498180 2.470303

Antenna 122: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 RF_maintenance ee Shape 10.224135 7.781529 10.224135 1.014754 5.146685 0.209134 0.553542 0.152625 0.869735

Antenna 122: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 RF_maintenance ee Power 3.287641 1.102461 0.210028 3.287641 1.208295 1.460764 -0.984105 2.263378 1.149266

Antenna 122: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 RF_maintenance ee Power 3.706429 0.439946 1.154985 1.868752 3.706429 -0.738314 1.708145 0.688604 1.657736

Antenna 122: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 RF_maintenance ee Temporal Discontinuties 3.004226 0.161067 0.807054 0.992383 2.563277 -0.982827 0.444673 1.485500 3.004226

Antenna 122: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 RF_maintenance ee Temporal Discontinuties 3.567681 0.506261 1.061468 1.594766 3.281959 -0.985510 2.641450 1.935884 3.567681

Antenna 122: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 RF_maintenance ee Power 2.660808 0.208167 0.862707 1.190419 2.660808 0.200570 1.229053 1.233216 2.099906

Antenna 122: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 11.994138 11.994138 8.447300 6.349327 1.748005 4.652667 1.108158 2.425216 1.302275

Antenna 122: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 3.363013 0.909986 0.275062 3.363013 1.607206 0.275697 -0.714518 0.639433 0.149555

Antenna 122: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 2.545490 0.283361 0.798901 1.238875 2.545490 -0.772740 0.359899 1.213052 1.890403

Antenna 122: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 3.700946 0.763526 0.427194 3.700946 2.378723 1.114493 -0.218558 2.759450 1.917598

Antenna 122: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 2.760143 0.579987 0.284087 2.760143 1.603088 0.556934 -1.190953 2.247895 1.672427

Antenna 122: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Temporal Discontinuties 3.475223 0.699771 0.256532 2.590399 1.278861 0.716759 -0.005955 3.475223 1.704858

Antenna 122: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 8.319937 8.319937 5.716734 4.939061 1.521419 4.254940 0.914393 1.653857 0.459553

Antenna 122: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 3.282913 0.456061 0.935358 1.741716 3.282913 -0.737077 1.271031 1.463222 2.469531

Antenna 122: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 6.146651 3.996618 6.146651 1.663576 5.287791 1.517006 4.069433 1.415147 3.579196

Antenna 122: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 1.194066 -0.675670 -0.849795 0.248146 1.194066 -1.196356 0.232826 -0.054885 0.380874

Antenna 122: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 1.272595 -0.658834 -0.920508 0.005599 1.272595 -0.210519 0.076121 0.330054 0.828271

Antenna 122: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance ee Shape 7.230448 7.230448 5.385437 5.369544 2.057269 4.226707 1.763626 3.751132 2.932799

Antenna 122: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance nn Shape 0.155273 0.155273 0.137116 -1.319442 -1.228208 -1.388127 -1.037149 -0.539841 -0.304203

Antenna 122: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance ee Power 1.069201 -0.619691 -0.892748 -0.088363 1.069201 -0.371531 0.129485 0.132191 0.884360

Antenna 122: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance ee Power 4.742703 0.152778 0.499052 2.760181 4.742703 -0.196776 0.156766 2.017510 3.318626

Antenna 122: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance ee Temporal Variability 1.977607 0.803473 1.833990 -0.486100 -0.173011 -0.489400 1.977607 -1.379757 0.679172

Antenna 122: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance ee Power 0.584885 -0.324047 -0.597448 0.584885 -1.141731 -1.045775 -1.238660 -0.042861 -0.679480

Antenna 122: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance ee Power 0.648130 -0.074437 -0.191740 -0.445813 0.648130 -0.817877 -0.758393 -0.614334 0.039054

Antenna 122: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance ee Temporal Discontinuties 1328.849555 751.005252 751.005252 667.359198 667.359198 545.763532 545.763532 1328.849555 1328.849555

Antenna 122: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance nn Temporal Discontinuties 1463.303285 443.391544 443.391544 367.375110 367.375110 369.970092 369.970092 1463.303285 1463.303285

Antenna 122: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance ee Temporal Discontinuties 28.767444 13.871324 13.871324 13.577971 13.577971 14.373439 14.373439 28.767444 28.767444

Antenna 122: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_maintenance nn Temporal Discontinuties 2.321438 -0.137989 -0.078307 -1.043542 0.874863 -0.993222 0.032371 2.321438 1.447142

Antenna 122: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Temporal Discontinuties 1.603199 0.570291 0.611552 1.225301 -0.530200 -0.097829 -0.448391 1.603199 -0.454000

Antenna 122: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Temporal Variability 1.624263 1.460273 0.470119 0.893392 0.263788 -0.853682 1.624263 0.208830 -0.133864

Antenna 122: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 2.911250 -0.787249 2.911250 0.166173 -0.347021 -0.410166 0.954263 -0.178304 0.494590

Antenna 122: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 1.608101 -0.872384 1.608101 0.300635 -0.490823 0.022634 -1.812428 -0.546959 -0.718070

Antenna 122: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 1.347395 -0.351016 1.156115 1.347395 -0.264526 -1.119152 -0.773514 0.132214 -0.255274

Antenna 122: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 122: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Temporal Discontinuties 0.916212 0.201801 0.099730 -0.756369 0.649933 -1.161391 0.547116 0.916212 -0.455421

Antenna 122: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Temporal Discontinuties 1.218575 0.291942 0.323365 -0.856889 0.851637 -1.232054 0.946231 1.218575 -0.364429

Antenna 122: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 1.387512 -0.346454 1.387512 0.728071 -0.595495 0.887978 -0.846728 -0.464826 -0.156678

Antenna 122: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 1.708136 0.287888 -0.129454 -0.354799 1.708136 -1.462180 0.565014 -0.326042 -0.088848

Antenna 122: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Temporal Discontinuties 1.126588 -0.009654 0.108646 0.820478 -0.922686 -0.081883 -0.707714 1.126588 0.972691

Antenna 122: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 0.460753 -0.105248 -0.333782 -0.975015 0.460753 -1.382745 0.078997 -0.332531 -0.055985

Antenna 122: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 0.970512 -0.156471 0.195474 0.970512 -0.711562 -0.439550 -0.668759 -0.066289 -0.239310

Antenna 122: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 0.739705 0.739705 0.620926 -0.357894 0.735925 -1.104676 0.009869 0.660001 -0.358487

Antenna 122: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Temporal Discontinuties 0.869556 0.550101 -0.214617 -0.716470 0.857397 -0.905492 -0.847605 0.722568 0.869556

Antenna 122: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 122: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Power 1.525976 0.525064 1.331853 1.525976 0.532435 -0.878646 0.056792 0.187017 0.435726

Antenna 122: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 0.616813 -0.513095 0.321851 0.616813 -0.564563 -0.270541 0.455954 -0.796413 -0.475180

Antenna 122: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 0.431079 -0.132023 0.088372 0.431079 -0.907949 -0.328716 -0.204252 0.084925 -0.540781

Antenna 122: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Power 15.141035 -0.576218 -0.188388 13.496760 15.141035 2.127301 2.292195 -0.470327 -1.235007

Antenna 122: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 1.532950 0.409393 0.399069 -0.487198 1.532950 0.191921 0.741726 -0.041998 0.471422

Antenna 122: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Shape 1.342437 1.342437 0.302505 0.184097 1.144660 0.380877 -0.211810 0.391981 -0.190860

Antenna 122: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 0.711691 0.483124 0.137042 -0.819009 0.711691 -0.443037 0.134913 -0.321633 -0.508605

Antenna 122: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 10.948281 -0.039323 10.948281 -0.348384 2.113915 -0.725492 1.384155 0.252782 1.513790

Antenna 122: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 5.850979 5.850979 0.257322 0.077809 -0.262539 3.274152 -0.601322 0.501062 -0.015909

Antenna 122: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Temporal Discontinuties 0.162328 0.005078 -0.266367 -0.932679 0.156359 -0.378792 -0.108956 -0.090641 0.162328

Antenna 122: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 4.549458 4.549458 -0.010959 -0.214809 -0.176222 0.658089 -0.712738 -0.275240 -0.631428

Antenna 122: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 0.085199 0.085199 -0.391705 -1.005396 -0.935571 -0.695235 -1.139824 -0.396239 -0.007658

Antenna 122: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Shape 1.946528 1.946528 0.637100 0.566540 1.485576 0.074923 -0.500236 -0.066600 -0.515345

Antenna 122: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Temporal Discontinuties 1.700302 0.057450 0.184756 -0.670985 -0.021748 -0.979865 -0.449557 1.700302 1.051494

Antenna 122: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 0.402790 -0.151508 0.158110 0.402790 -1.144713 -0.264908 -0.502712 0.192345 0.071676

Antenna 122: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 2.232557 0.845165 2.232557 0.596152 -0.134016 -0.253258 1.420794 0.224034 -0.287265

Antenna 122: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 0.965012 0.965012 0.577214 -0.466498 0.624341 -0.468924 0.254814 -0.483882 0.355404

Antenna 122: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 0.247034 0.188416 0.247034 -0.616344 -0.603527 -0.882906 -0.874031 -0.540457 -0.551938

Antenna 122: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 122: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Shape 0.375399 0.375399 0.375399 0.371212 0.371212 -0.203855 -0.203855 -0.055699 -0.055699

Antenna 122: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Shape 0.136898 0.136898 -0.049785 -0.099268 -0.807569 -0.323398 -0.908336 -0.284247 -0.470397

Antenna 122: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 0.241053 0.200482 0.096269 0.241053 -0.678808 -0.319461 -1.194667 -0.227832 -0.877730

Antenna 122: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 0.539885 0.206539 0.539885 0.193148 -0.873399 -0.724736 -0.674943 -0.060744 -0.390081

Antenna 122: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 1.050673 0.513114 1.050673 0.785730 -0.569952 -0.406998 -0.510378 -0.315958 -0.724110

Antenna 122: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 1.466526 0.422466 1.466526 0.707656 -0.482179 -0.527216 -0.644355 -0.718989 -0.737407

Antenna 122: 2459638

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Temporal Variability 4.748871 1.502360 1.586298 -0.048185 2.302477 -0.647650 4.748871 -0.888677 0.722680

Antenna 122: 2459637

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Temporal Variability 5.509187 0.239714 3.791290 0.206849 0.617704 -1.189815 5.509187 -0.297324 0.277219

Antenna 122: 2459636

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 3.231634 0.170989 3.231634 0.312644 0.474215 -0.266588 1.346004 -0.951006 0.138803

Antenna 122: 2459635

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 3.661538 3.661538 0.582752 0.470695 -0.005100 0.094783 -0.626309 -0.195749 -0.340403

Antenna 122: 2459634

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance ee Power 152134.222055 9.922909 -0.678610 152134.222055 -0.678668 8.343934 -0.675966 8.333539 -0.675942

Antenna 122: 2459633

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 2.825398 0.571293 2.825398 0.208076 -0.002171 0.053463 -0.497238 -0.186026 0.134374

Antenna 122: 2459632

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 1.964991 0.352020 1.964991 0.333344 -0.227595 -0.800945 -0.890240 -0.392639 -0.270416

Antenna 122: 2459631

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 7.569879 7.569879 0.712917 0.307763 0.722655 2.232893 0.128105 0.939924 0.477288

Antenna 122: 2459630

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 8 digital_maintenance nn Shape 5.861817 1.140807 5.861817 0.389523 -0.149818 0.042368 2.290099 0.503839 2.122504